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An epigenome-wide association study in whole blood of measures of adiposity among Ghanaians: the RODAM study

BACKGROUND: Epigenome-wide association studies (EWAS) have identified DNA methylation loci involved in adiposity. However, EWAS on adiposity in sub-Saharan Africans are lacking despite the high burden of adiposity among African populations. We undertook an EWAS for anthropometric indices of adiposit...

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Autores principales: Meeks, Karlijn A.C., Henneman, Peter, Venema, Andrea, Burr, Tom, Galbete, Cecilia, Danquah, Ina, Schulze, Matthias B., Mockenhaupt, Frank P., Owusu-Dabo, Ellis, Rotimi, Charles N., Addo, Juliet, Smeeth, Liam, Bahendeka, Silver, Spranger, Joachim, Mannens, Marcel M.A.M., Zafarmand, Mohammad H., Agyemang, Charles, Adeyemo, Adebowale
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5609006/
https://www.ncbi.nlm.nih.gov/pubmed/28947923
http://dx.doi.org/10.1186/s13148-017-0403-x
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author Meeks, Karlijn A.C.
Henneman, Peter
Venema, Andrea
Burr, Tom
Galbete, Cecilia
Danquah, Ina
Schulze, Matthias B.
Mockenhaupt, Frank P.
Owusu-Dabo, Ellis
Rotimi, Charles N.
Addo, Juliet
Smeeth, Liam
Bahendeka, Silver
Spranger, Joachim
Mannens, Marcel M.A.M.
Zafarmand, Mohammad H.
Agyemang, Charles
Adeyemo, Adebowale
author_facet Meeks, Karlijn A.C.
Henneman, Peter
Venema, Andrea
Burr, Tom
Galbete, Cecilia
Danquah, Ina
Schulze, Matthias B.
Mockenhaupt, Frank P.
Owusu-Dabo, Ellis
Rotimi, Charles N.
Addo, Juliet
Smeeth, Liam
Bahendeka, Silver
Spranger, Joachim
Mannens, Marcel M.A.M.
Zafarmand, Mohammad H.
Agyemang, Charles
Adeyemo, Adebowale
author_sort Meeks, Karlijn A.C.
collection PubMed
description BACKGROUND: Epigenome-wide association studies (EWAS) have identified DNA methylation loci involved in adiposity. However, EWAS on adiposity in sub-Saharan Africans are lacking despite the high burden of adiposity among African populations. We undertook an EWAS for anthropometric indices of adiposity among Ghanaians aiming to identify DNA methylation loci that are significantly associated. METHODS: The Illumina 450k DNA methylation array was used to profile DNA methylation in whole blood samples of 547 Ghanaians from the Research on Obesity and Diabetes among African Migrants (RODAM) study. Differentially methylated positions (DMPs) and differentially methylation regions (DMRs) were identified for BMI and obesity (BMI ≥ 30 kg/m(2)), as well as for waist circumference (WC) and abdominal obesity (WC ≥ 102 cm in men, ≥88 cm in women). All analyses were adjusted for age, sex, blood cell distribution estimates, technical covariates, recruitment site and population stratification. We also did a replication study of previously reported EWAS loci for anthropometric indices in other populations. RESULTS: We identified 18 DMPs for BMI and 23 for WC. For obesity and abdominal obesity, we identified three and one DMP, respectively. Fourteen DMPs overlapped between BMI and WC. DMP cg00574958 annotated to gene CPT1A was the only DMP associated with all outcomes analysed, attributing to 6.1 and 5.6% of variance in obesity and abdominal obesity, respectively. DMP cg07839457 (NLRC5) and cg20399616 (BCAT1) were significantly associated with BMI, obesity and with WC and had not been reported by previous EWAS on adiposity. CONCLUSIONS: This first EWAS for adiposity in Africans identified three epigenome-wide significant loci (CPT1A, NLRC5 and BCAT1) for both general adiposity and abdominal adiposity. The findings are a first step in understanding the role of DNA methylation in adiposity among sub-Saharan Africans. Studies on other sub-Saharan African populations as well as translational studies are needed to determine the role of these DNA methylation variants in the high burden of adiposity among sub-Saharan Africans. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13148-017-0403-x) contains supplementary material, which is available to authorized users.
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spelling pubmed-56090062017-09-25 An epigenome-wide association study in whole blood of measures of adiposity among Ghanaians: the RODAM study Meeks, Karlijn A.C. Henneman, Peter Venema, Andrea Burr, Tom Galbete, Cecilia Danquah, Ina Schulze, Matthias B. Mockenhaupt, Frank P. Owusu-Dabo, Ellis Rotimi, Charles N. Addo, Juliet Smeeth, Liam Bahendeka, Silver Spranger, Joachim Mannens, Marcel M.A.M. Zafarmand, Mohammad H. Agyemang, Charles Adeyemo, Adebowale Clin Epigenetics Research BACKGROUND: Epigenome-wide association studies (EWAS) have identified DNA methylation loci involved in adiposity. However, EWAS on adiposity in sub-Saharan Africans are lacking despite the high burden of adiposity among African populations. We undertook an EWAS for anthropometric indices of adiposity among Ghanaians aiming to identify DNA methylation loci that are significantly associated. METHODS: The Illumina 450k DNA methylation array was used to profile DNA methylation in whole blood samples of 547 Ghanaians from the Research on Obesity and Diabetes among African Migrants (RODAM) study. Differentially methylated positions (DMPs) and differentially methylation regions (DMRs) were identified for BMI and obesity (BMI ≥ 30 kg/m(2)), as well as for waist circumference (WC) and abdominal obesity (WC ≥ 102 cm in men, ≥88 cm in women). All analyses were adjusted for age, sex, blood cell distribution estimates, technical covariates, recruitment site and population stratification. We also did a replication study of previously reported EWAS loci for anthropometric indices in other populations. RESULTS: We identified 18 DMPs for BMI and 23 for WC. For obesity and abdominal obesity, we identified three and one DMP, respectively. Fourteen DMPs overlapped between BMI and WC. DMP cg00574958 annotated to gene CPT1A was the only DMP associated with all outcomes analysed, attributing to 6.1 and 5.6% of variance in obesity and abdominal obesity, respectively. DMP cg07839457 (NLRC5) and cg20399616 (BCAT1) were significantly associated with BMI, obesity and with WC and had not been reported by previous EWAS on adiposity. CONCLUSIONS: This first EWAS for adiposity in Africans identified three epigenome-wide significant loci (CPT1A, NLRC5 and BCAT1) for both general adiposity and abdominal adiposity. The findings are a first step in understanding the role of DNA methylation in adiposity among sub-Saharan Africans. Studies on other sub-Saharan African populations as well as translational studies are needed to determine the role of these DNA methylation variants in the high burden of adiposity among sub-Saharan Africans. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13148-017-0403-x) contains supplementary material, which is available to authorized users. BioMed Central 2017-09-21 /pmc/articles/PMC5609006/ /pubmed/28947923 http://dx.doi.org/10.1186/s13148-017-0403-x Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Meeks, Karlijn A.C.
Henneman, Peter
Venema, Andrea
Burr, Tom
Galbete, Cecilia
Danquah, Ina
Schulze, Matthias B.
Mockenhaupt, Frank P.
Owusu-Dabo, Ellis
Rotimi, Charles N.
Addo, Juliet
Smeeth, Liam
Bahendeka, Silver
Spranger, Joachim
Mannens, Marcel M.A.M.
Zafarmand, Mohammad H.
Agyemang, Charles
Adeyemo, Adebowale
An epigenome-wide association study in whole blood of measures of adiposity among Ghanaians: the RODAM study
title An epigenome-wide association study in whole blood of measures of adiposity among Ghanaians: the RODAM study
title_full An epigenome-wide association study in whole blood of measures of adiposity among Ghanaians: the RODAM study
title_fullStr An epigenome-wide association study in whole blood of measures of adiposity among Ghanaians: the RODAM study
title_full_unstemmed An epigenome-wide association study in whole blood of measures of adiposity among Ghanaians: the RODAM study
title_short An epigenome-wide association study in whole blood of measures of adiposity among Ghanaians: the RODAM study
title_sort epigenome-wide association study in whole blood of measures of adiposity among ghanaians: the rodam study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5609006/
https://www.ncbi.nlm.nih.gov/pubmed/28947923
http://dx.doi.org/10.1186/s13148-017-0403-x
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